Dataset statistics
| Number of variables | 10 |
|---|---|
| Number of observations | 1440 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 112.6 KiB |
| Average record size in memory | 80.1 B |
Variable types
| DateTime | 1 |
|---|---|
| Numeric | 9 |
time has unique values | Unique |
infusion_pressure has 307 (21.3%) zeros | Zeros |
Reproduction
| Analysis started | 2021-04-25 17:44:44.337689 |
|---|---|
| Analysis finished | 2021-04-25 17:44:56.544471 |
| Duration | 12.21 seconds |
| Software version | pandas-profiling v2.11.0 |
| Download configuration | config.yaml |
| Distinct | 1440 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.4 KiB |
| Minimum | 2021-04-23 16:00:36.351072 |
|---|---|
| Maximum | 2021-04-24 15:59:36.924559 |
Histogram with fixed size bins (bins=50)
ch1
Real number (ℝ≥0)
| Distinct | 77 |
|---|---|
| Distinct (%) | 5.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.113454306 |
|---|---|
| Minimum | 1.0257 |
| Maximum | 1.1307 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 11.4 KiB |
Quantile statistics
| Minimum | 1.0257 |
|---|---|
| 5-th percentile | 1.1037 |
| Q1 | 1.1097 |
| median | 1.1137 |
| Q3 | 1.1177 |
| 95-th percentile | 1.1247 |
| Maximum | 1.1307 |
| Range | 0.105 |
| Interquartile range (IQR) | 0.008 |
Descriptive statistics
| Standard deviation | 0.00761866665 |
|---|---|
| Coefficient of variation (CV) | 0.006842370281 |
| Kurtosis | 22.88085136 |
| Mean | 1.113454306 |
| Median Absolute Deviation (MAD) | 0.004 |
| Skewness | -2.473525276 |
| Sum | 1603.3742 |
| Variance | 5.804408152 × 105 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.1137 | 85 | 5.9% |
| 1.1157 | 83 | 5.8% |
| 1.1107 | 77 | 5.3% |
| 1.1097 | 75 | 5.2% |
| 1.1127 | 75 | 5.2% |
| 1.1117 | 71 | 4.9% |
| 1.1167 | 70 | 4.9% |
| 1.1147 | 67 | 4.7% |
| 1.1087 | 66 | 4.6% |
| 1.1177 | 65 | 4.5% |
| Other values (67) | 706 |
| Value | Count | Frequency (%) |
| 1.0257 | 1 | |
| 1.0317 | 1 | |
| 1.0687 | 1 | |
| 1.0727 | 1 | |
| 1.0767 | 1 |
| Value | Count | Frequency (%) |
| 1.1307 | 1 | 0.1% |
| 1.1297 | 3 | |
| 1.1295 | 2 | 0.1% |
| 1.1287 | 1 | 0.1% |
| 1.1277 | 7 |
ch2
Real number (ℝ≥0)
| Distinct | 106 |
|---|---|
| Distinct (%) | 7.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7165904167 |
|---|---|
| Minimum | 0.5897 |
| Maximum | 0.7357 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 11.4 KiB |
Quantile statistics
| Minimum | 0.5897 |
|---|---|
| 5-th percentile | 0.7037 |
| Q1 | 0.7127 |
| median | 0.7187 |
| Q3 | 0.7247 |
| 95-th percentile | 0.7297 |
| Maximum | 0.7357 |
| Range | 0.146 |
| Interquartile range (IQR) | 0.012 |
Descriptive statistics
| Standard deviation | 0.01481324717 |
|---|---|
| Coefficient of variation (CV) | 0.0206718466 |
| Kurtosis | 26.00016755 |
| Mean | 0.7165904167 |
| Median Absolute Deviation (MAD) | 0.006 |
| Skewness | -4.364070019 |
| Sum | 1031.8902 |
| Variance | 0.0002194322917 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.7247 | 78 | 5.4% |
| 0.7257 | 75 | 5.2% |
| 0.7237 | 65 | 4.5% |
| 0.7197 | 65 | 4.5% |
| 0.7157 | 62 | 4.3% |
| 0.7227 | 60 | 4.2% |
| 0.7177 | 58 | 4.0% |
| 0.7217 | 57 | 4.0% |
| 0.7207 | 57 | 4.0% |
| 0.7187 | 55 | 3.8% |
| Other values (96) | 808 |
| Value | Count | Frequency (%) |
| 0.5897 | 1 | |
| 0.5967 | 1 | |
| 0.5997 | 1 | |
| 0.6037 | 1 | |
| 0.6047 | 1 |
| Value | Count | Frequency (%) |
| 0.7357 | 2 | 0.1% |
| 0.7347 | 3 | 0.2% |
| 0.7337 | 2 | 0.1% |
| 0.7335 | 1 | 0.1% |
| 0.7327 | 9 |
ch3
Real number (ℝ≥0)
| Distinct | 67 |
|---|---|
| Distinct (%) | 4.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.14666125 |
|---|---|
| Minimum | 1.1267 |
| Maximum | 1.1647 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 11.4 KiB |
Quantile statistics
| Minimum | 1.1267 |
|---|---|
| 5-th percentile | 1.1367 |
| Q1 | 1.1417 |
| median | 1.1467 |
| Q3 | 1.1515 |
| 95-th percentile | 1.1577 |
| Maximum | 1.1647 |
| Range | 0.038 |
| Interquartile range (IQR) | 0.0098 |
Descriptive statistics
| Standard deviation | 0.006417434002 |
|---|---|
| Coefficient of variation (CV) | 0.005596625858 |
| Kurtosis | -0.4205498814 |
| Mean | 1.14666125 |
| Median Absolute Deviation (MAD) | 0.0049 |
| Skewness | 0.02141966533 |
| Sum | 1651.1922 |
| Variance | 4.118345917 × 105 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.1467 | 81 | 5.6% |
| 1.1477 | 78 | 5.4% |
| 1.1507 | 78 | 5.4% |
| 1.1447 | 75 | 5.2% |
| 1.1517 | 74 | 5.1% |
| 1.1457 | 74 | 5.1% |
| 1.1427 | 72 | 5.0% |
| 1.1487 | 65 | 4.5% |
| 1.1437 | 64 | 4.4% |
| 1.1497 | 61 | 4.2% |
| Other values (57) | 718 |
| Value | Count | Frequency (%) |
| 1.1267 | 1 | 0.1% |
| 1.1277 | 1 | 0.1% |
| 1.1297 | 1 | 0.1% |
| 1.1307 | 2 | 0.1% |
| 1.1317 | 7 |
| Value | Count | Frequency (%) |
| 1.1647 | 1 | 0.1% |
| 1.1627 | 3 | |
| 1.1625 | 1 | 0.1% |
| 1.1617 | 1 | 0.1% |
| 1.1615 | 1 | 0.1% |
ch4
Real number (ℝ≥0)
| Distinct | 68 |
|---|---|
| Distinct (%) | 4.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.221520278 |
|---|---|
| Minimum | 1.2047 |
| Maximum | 1.2427 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 11.4 KiB |
Quantile statistics
| Minimum | 1.2047 |
|---|---|
| 5-th percentile | 1.2117 |
| Q1 | 1.2157 |
| median | 1.2205 |
| Q3 | 1.2277 |
| 95-th percentile | 1.2345 |
| Maximum | 1.2427 |
| Range | 0.038 |
| Interquartile range (IQR) | 0.012 |
Descriptive statistics
| Standard deviation | 0.00728035081 |
|---|---|
| Coefficient of variation (CV) | 0.005960073641 |
| Kurtosis | -0.7673517706 |
| Mean | 1.221520278 |
| Median Absolute Deviation (MAD) | 0.0058 |
| Skewness | 0.3333817274 |
| Sum | 1758.9892 |
| Variance | 5.300350791 × 105 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.2157 | 87 | 6.0% |
| 1.2147 | 75 | 5.2% |
| 1.2167 | 74 | 5.1% |
| 1.2177 | 65 | 4.5% |
| 1.2197 | 64 | 4.4% |
| 1.2127 | 63 | 4.4% |
| 1.2187 | 62 | 4.3% |
| 1.2137 | 61 | 4.2% |
| 1.2247 | 56 | 3.9% |
| 1.2287 | 55 | 3.8% |
| Other values (58) | 778 |
| Value | Count | Frequency (%) |
| 1.2047 | 1 | 0.1% |
| 1.2067 | 5 | |
| 1.2077 | 3 | 0.2% |
| 1.2085 | 2 | 0.1% |
| 1.2087 | 8 |
| Value | Count | Frequency (%) |
| 1.2427 | 1 | 0.1% |
| 1.2417 | 1 | 0.1% |
| 1.2407 | 2 | |
| 1.2397 | 3 | |
| 1.2387 | 4 |
ch5
Real number (ℝ≥0)
| Distinct | 118 |
|---|---|
| Distinct (%) | 8.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.066545278 |
|---|---|
| Minimum | 1.0267 |
| Maximum | 1.0937 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 11.4 KiB |
Quantile statistics
| Minimum | 1.0267 |
|---|---|
| 5-th percentile | 1.0347 |
| Q1 | 1.0557 |
| median | 1.0717 |
| Q3 | 1.0797 |
| 95-th percentile | 1.0857 |
| Maximum | 1.0937 |
| Range | 0.067 |
| Interquartile range (IQR) | 0.024 |
Descriptive statistics
| Standard deviation | 0.0166731171 |
|---|---|
| Coefficient of variation (CV) | 0.01563282633 |
| Kurtosis | -0.6576875192 |
| Mean | 1.066545278 |
| Median Absolute Deviation (MAD) | 0.01 |
| Skewness | -0.7275434463 |
| Sum | 1535.8252 |
| Variance | 0.0002779928338 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.0797 | 60 | 4.2% |
| 1.0767 | 54 | 3.8% |
| 1.0817 | 52 | 3.6% |
| 1.0757 | 50 | 3.5% |
| 1.0747 | 48 | 3.3% |
| 1.0787 | 44 | 3.1% |
| 1.0837 | 40 | 2.8% |
| 1.0777 | 40 | 2.8% |
| 1.0827 | 38 | 2.6% |
| 1.0847 | 36 | 2.5% |
| Other values (108) | 978 |
| Value | Count | Frequency (%) |
| 1.0267 | 3 | |
| 1.0277 | 4 | |
| 1.0287 | 2 | 0.1% |
| 1.0297 | 7 | |
| 1.0307 | 5 |
| Value | Count | Frequency (%) |
| 1.0937 | 2 | 0.1% |
| 1.0927 | 1 | 0.1% |
| 1.0917 | 2 | 0.1% |
| 1.0907 | 6 | |
| 1.0897 | 9 |
ch6
Real number (ℝ≥0)
| Distinct | 68 |
|---|---|
| Distinct (%) | 4.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.212456389 |
|---|---|
| Minimum | 1.1967 |
| Maximum | 1.2345 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 11.4 KiB |
Quantile statistics
| Minimum | 1.1967 |
|---|---|
| 5-th percentile | 1.2017 |
| Q1 | 1.2057 |
| median | 1.2107 |
| Q3 | 1.2187 |
| 95-th percentile | 1.2257 |
| Maximum | 1.2345 |
| Range | 0.0378 |
| Interquartile range (IQR) | 0.013 |
Descriptive statistics
| Standard deviation | 0.007826910565 |
|---|---|
| Coefficient of variation (CV) | 0.006455416159 |
| Kurtosis | -0.9579024664 |
| Mean | 1.212456389 |
| Median Absolute Deviation (MAD) | 0.006 |
| Skewness | 0.3186357128 |
| Sum | 1745.9372 |
| Variance | 6.126052899 × 105 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.2077 | 83 | 5.8% |
| 1.2047 | 80 | 5.6% |
| 1.2057 | 79 | 5.5% |
| 1.2067 | 70 | 4.9% |
| 1.2097 | 60 | 4.2% |
| 1.2087 | 54 | 3.8% |
| 1.2207 | 50 | 3.5% |
| 1.2037 | 49 | 3.4% |
| 1.2237 | 48 | 3.3% |
| 1.2197 | 47 | 3.3% |
| Other values (58) | 820 |
| Value | Count | Frequency (%) |
| 1.1967 | 2 | 0.1% |
| 1.1977 | 4 | 0.3% |
| 1.1987 | 8 | |
| 1.1995 | 2 | 0.1% |
| 1.1997 | 11 |
| Value | Count | Frequency (%) |
| 1.2345 | 1 | 0.1% |
| 1.2317 | 1 | 0.1% |
| 1.2315 | 1 | 0.1% |
| 1.2307 | 3 | |
| 1.2305 | 3 |
| Distinct | 175 |
|---|---|
| Distinct (%) | 12.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.700560391 |
|---|---|
| Minimum | 0 |
| Maximum | 6.49879837 |
| Zeros | 307 |
| Zeros (%) | 21.3% |
| Memory size | 11.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.81254518 |
| median | 6.396168709 |
| Q3 | 6.424210548 |
| 95-th percentile | 6.457351685 |
| Maximum | 6.49879837 |
| Range | 6.49879837 |
| Interquartile range (IQR) | 4.611665368 |
Descriptive statistics
| Standard deviation | 2.754220168 |
|---|---|
| Coefficient of variation (CV) | 0.5859344287 |
| Kurtosis | -0.8518217859 |
| Mean | 4.700560391 |
| Median Absolute Deviation (MAD) | 0.03314065933 |
| Skewness | -1.042766012 |
| Sum | 6768.806964 |
| Variance | 7.585728731 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 307 | 21.3% |
| 6.383421898 | 42 | 2.9% |
| 6.419112682 | 42 | 2.9% |
| 6.414013863 | 40 | 2.8% |
| 6.391069889 | 38 | 2.6% |
| 6.401267052 | 37 | 2.6% |
| 6.378323555 | 36 | 2.5% |
| 6.421661377 | 35 | 2.4% |
| 6.380872726 | 35 | 2.4% |
| 6.385971546 | 34 | 2.4% |
| Other values (165) | 794 |
| Value | Count | Frequency (%) |
| 0 | 307 | |
| 0.01784503087 | 1 | 0.1% |
| 0.02547871321 | 2 | 0.1% |
| 0.02549289912 | 8 | 0.6% |
| 0.02550708689 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 6.49879837 | 3 | |
| 6.495591164 | 1 | 0.1% |
| 6.493041515 | 2 | |
| 6.487942696 | 2 | |
| 6.485393524 | 2 |
infusion_temp
Real number (ℝ≥0)
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.06208333 |
|---|---|
| Minimum | 25.6 |
| Maximum | 26.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 11.4 KiB |
Quantile statistics
| Minimum | 25.6 |
|---|---|
| 5-th percentile | 25.8 |
| Q1 | 25.9 |
| median | 26.1 |
| Q3 | 26.2 |
| 95-th percentile | 26.3 |
| Maximum | 26.5 |
| Range | 0.9 |
| Interquartile range (IQR) | 0.3 |
Descriptive statistics
| Standard deviation | 0.1721582534 |
|---|---|
| Coefficient of variation (CV) | 0.006605698063 |
| Kurtosis | -0.5731020597 |
| Mean | 26.06208333 |
| Median Absolute Deviation (MAD) | 0.1 |
| Skewness | -0.3120564206 |
| Sum | 37529.4 |
| Variance | 0.02963846421 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 26.2 | 373 | |
| 26.1 | 294 | |
| 25.9 | 274 | |
| 26 | 170 | |
| 26.3 | 126 | 8.8% |
| 25.8 | 112 | 7.8% |
| 25.7 | 41 | 2.8% |
| 26.4 | 36 | 2.5% |
| 25.6 | 13 | 0.9% |
| 26.5 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 25.6 | 13 | 0.9% |
| 25.7 | 41 | 2.8% |
| 25.8 | 112 | |
| 25.9 | 274 | |
| 26 | 170 |
| Value | Count | Frequency (%) |
| 26.5 | 1 | 0.1% |
| 26.4 | 36 | 2.5% |
| 26.3 | 126 | 8.8% |
| 26.2 | 373 | |
| 26.1 | 294 |
infusion_vacuum
Real number (ℝ≥0)
| Distinct | 295 |
|---|---|
| Distinct (%) | 20.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 567.5036811 |
|---|---|
| Minimum | 0.6564416289 |
| Maximum | 719.9078369 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 11.4 KiB |
Quantile statistics
| Minimum | 0.6564416289 |
|---|---|
| 5-th percentile | 0.9053501517 |
| Q1 | 712.3053589 |
| median | 714.7166138 |
| Q3 | 715.9078369 |
| 95-th percentile | 719.510498 |
| Maximum | 719.9078369 |
| Range | 719.2513953 |
| Interquartile range (IQR) | 3.602478027 |
Descriptive statistics
| Standard deviation | 287.3416676 |
|---|---|
| Coefficient of variation (CV) | 0.5063256454 |
| Kurtosis | 0.09788122464 |
| Mean | 567.5036811 |
| Median Absolute Deviation (MAD) | 1.191223145 |
| Skewness | -1.442782579 |
| Sum | 817205.3007 |
| Variance | 82565.23393 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 714.3200073 | 170 | 11.8% |
| 714.7166138 | 167 | 11.6% |
| 715.9078369 | 115 | 8.0% |
| 715.1134644 | 103 | 7.2% |
| 715.510498 | 92 | 6.4% |
| 713.9248047 | 87 | 6.0% |
| 716.703064 | 70 | 4.9% |
| 712.3053589 | 69 | 4.8% |
| 719.9078369 | 68 | 4.7% |
| 716.3053589 | 63 | 4.4% |
| Other values (285) | 436 |
| Value | Count | Frequency (%) |
| 0.6564416289 | 1 | |
| 0.6585187316 | 1 | |
| 0.6607145071 | 1 | |
| 0.6632851362 | 1 | |
| 0.6654968262 | 1 |
| Value | Count | Frequency (%) |
| 719.9078369 | 68 | |
| 719.510498 | 27 | 1.9% |
| 719.1134644 | 8 | 0.6% |
| 718.7166138 | 4 | 0.3% |
| 717.8963623 | 1 | 0.1% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here. A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
First rows
| time | ch1 | ch2 | ch3 | ch4 | ch5 | ch6 | infusion_pressure | infusion_temp | infusion_vacuum | |
|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2021-04-23 16:00:36.351072800 | 1.1077 | 0.7187 | 1.1437 | 1.2107 | 1.0777 | 1.2007 | 6.411464 | 26.0 | 713.924805 |
| 1 | 2021-04-23 16:01:36.341160900 | 1.1057 | 0.7137 | 1.1417 | 1.2187 | 1.0757 | 1.2007 | 6.411464 | 26.0 | 714.716614 |
| 2 | 2021-04-23 16:02:36.363946100 | 1.1105 | 0.7127 | 1.1347 | 1.2117 | 1.0747 | 1.2077 | 6.414014 | 26.0 | 714.320007 |
| 3 | 2021-04-23 16:03:36.351226900 | 1.1097 | 0.7155 | 1.1387 | 1.2127 | 1.0747 | 1.2027 | 6.408915 | 26.0 | 714.320007 |
| 4 | 2021-04-23 16:04:36.357367000 | 1.1057 | 0.7177 | 1.1375 | 1.2157 | 1.0697 | 1.2067 | 6.408915 | 26.0 | 713.924805 |
| 5 | 2021-04-23 16:05:36.346784500 | 1.1097 | 0.7207 | 1.1437 | 1.2157 | 1.0787 | 1.2107 | 6.411464 | 26.0 | 713.924805 |
| 6 | 2021-04-23 16:06:36.351320900 | 1.1097 | 0.7227 | 1.1437 | 1.2117 | 1.0777 | 1.1997 | 6.411464 | 26.0 | 714.320007 |
| 7 | 2021-04-23 16:07:36.360877700 | 1.1037 | 0.7157 | 1.1447 | 1.2175 | 1.0697 | 1.2077 | 6.406366 | 26.0 | 714.716614 |
| 8 | 2021-04-23 16:08:36.347842400 | 1.1117 | 0.7157 | 1.1457 | 1.2077 | 1.0765 | 1.2057 | 6.411464 | 26.0 | 713.924805 |
| 9 | 2021-04-23 16:09:36.355175700 | 1.1047 | 0.7237 | 1.1367 | 1.2097 | 1.0807 | 1.2035 | 6.408915 | 26.0 | 714.320007 |
Last rows
| time | ch1 | ch2 | ch3 | ch4 | ch5 | ch6 | infusion_pressure | infusion_temp | infusion_vacuum | |
|---|---|---|---|---|---|---|---|---|---|---|
| 1430 | 2021-04-24 15:50:36.943382200 | 1.1087 | 0.7107 | 1.1427 | 1.2147 | 1.0617 | 1.2087 | 6.411464 | 26.1 | 715.907837 |
| 1431 | 2021-04-24 15:51:36.945533200 | 1.1107 | 0.7137 | 1.1337 | 1.2137 | 1.0607 | 1.2057 | 6.414014 | 26.1 | 715.510498 |
| 1432 | 2021-04-24 15:52:36.952752000 | 1.1045 | 0.7097 | 1.1357 | 1.2187 | 1.0617 | 1.2057 | 6.414014 | 26.1 | 719.907837 |
| 1433 | 2021-04-24 15:53:36.957488300 | 1.1047 | 0.7115 | 1.1437 | 1.2157 | 1.0557 | 1.2027 | 6.411464 | 26.1 | 715.907837 |
| 1434 | 2021-04-24 15:54:36.948593200 | 1.1067 | 0.7087 | 1.1385 | 1.2127 | 1.0557 | 1.2067 | 6.411464 | 26.1 | 715.510498 |
| 1435 | 2021-04-24 15:55:36.936589500 | 1.0897 | 0.7067 | 1.1377 | 1.2127 | 1.0627 | 1.1997 | 6.414014 | 26.1 | 715.907837 |
| 1436 | 2021-04-24 15:56:36.939591100 | 1.1017 | 0.7077 | 1.1347 | 1.2177 | 1.0527 | 1.2027 | 6.408915 | 26.1 | 719.907837 |
| 1437 | 2021-04-24 15:57:36.929890500 | 1.1057 | 0.7147 | 1.1347 | 1.2085 | 1.0587 | 1.2097 | 6.414014 | 26.1 | 719.510498 |
| 1438 | 2021-04-24 15:58:36.937453900 | 1.1037 | 0.7127 | 1.1407 | 1.2147 | 1.0565 | 1.2007 | 6.411464 | 26.1 | 715.113464 |
| 1439 | 2021-04-24 15:59:36.924559800 | 1.1087 | 0.7127 | 1.1317 | 1.2187 | 1.0577 | 1.2045 | 6.414014 | 26.1 | 715.907837 |